decentralized-learning
There are 17 repositories under decentralized-learning topic.
JonasGeiping/breaching
Breaching privacy in federated learning scenarios for vision and text
epfml/disco
DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.
Raiden-Zhu/Generalization-of-DSGD
The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"
Raiden-Zhu/ICML-2023-DSGD-and-SAM
[ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
VITA-Group/VGAI
[IEEE TSIPN' 2022] "Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks", by Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, and Brian M. Sadler
vzantedeschi/Dada
source code of AISTATS 2020 paper: Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs
tnurbek/capride-learning
[CVPR 2023] CaPriDe Learning: Confidential and Private Decentralized Learning based on Encryption-friendly Distillation Loss
Sakshi09Ch/CoDeC
[TMLR] CoDeC: Communication-Efficient Decentralized Continual Learning
basiralab/reproducibleFedGNN
Investigating the reproducibility of federated GNN models
ahnaflodhi/FLAGS-FL
Device-to-Device (D2D) and assocaited Federated Learning simulation in Python using Pytorch for Learning operations. Implemented simultaneous operation of multiple FL modes.
yukiTakezawa/BaseGraph
code for "Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence"
rolodexter/OERchains
A blockchain-based ecosystem for Open Educational Resources (OERs) built on Ethereum. This project aims to establish standards and infrastructure for creating, sharing, and managing educational content using blockchain technology.
spoluan/federated_learning_mnistdigit
Decentralized and Privacy-Preserving Machine Learning: Exploring the Power of Federated Learning.
AmanPriyanshu/FL-Interactive-Game
FL-Interactive-Game: Interactive web game that teaches basic components of Federated Learning
zeyneddinoz/subMFL
subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment
personx000/meta-learning-lstm-pytorch
pytorch implementation of Optimization as a Model for Few-shot Learning
tayyab-004/Federated-Learning-with-MNIST
Handwritten Digit Classification using Federated Learning